#cognitive-computing2 articles

2 articles

AIBullisharXiv – CS AI · 5h ago2

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The Observer-Situation Lattice: A Unified Formal Basis for Perspective-Aware Cognition

Researchers introduce the Observer-Situation Lattice (OSL), a unified mathematical framework for autonomous agents to reason about multiple perspectives in complex environments. The system addresses limitations in current AI approaches by providing a single coherent structure for belief management and Theory of Mind reasoning.

AIBullisharXiv – CS AI · 5h ago2

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GAM-RAG: Gain-Adaptive Memory for Evolving Retrieval in Retrieval-Augmented Generation

Researchers introduce GAM-RAG, a training-free framework that improves Retrieval-Augmented Generation by building adaptive memory from past queries instead of relying on static indices. The system uses uncertainty-aware updates inspired by cognitive neuroscience to balance stability and adaptability, achieving 3.95% better performance while reducing inference costs by 61%.